The aesthetic dilemma of ai-generated restaurant menus
AI-generated menus are increasingly prevalent in the restaurant industry, raising concerns about their uncanny, overly polished appearance. These menus, often created using large language models and diffusion models, mimic the style of popular fast-food chains like McDonald’s and Burger King, leading to a homogenized aesthetic.
Alex Lisle, CTO of Reality Defender, noted that AI models trained on data from 2015, such as Chili’s menus, produce outputs that feel off-putting, with images that are too symmetrical and unrealistic.
The phenomenon, dubbed 'Lovecraftian food horrors,' is exacerbated by model convergence, where AI-generated content reinforces itself in training data, further degrading quality without causing complete failure.
Researchers at the University of Duisburg-Essen found that AI-generated food images trigger an 'uncanny valley' effect, evoking disgust and unease. Lee Rainie of Elon University highlighted that AI tends to 'shave off the edges,' smoothing images to avoid offense.
Users have demonstrated that repeated edits to AI-generated menus make food appear even more artificial, contributing to a growing backlash against their use in restaurants.